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Table 6 Classification accuracy achieved with k-NN (k = 1) classifier for vehicular location awareness using one USRP device at 900 MHz in the setting depicted in Figure 4

From: RFTraffic: a study of passive traffic awareness using emitted RF noise from the vehicles

 

Predicted (%)

Actual

Start (L 1 )

Urban (L 2 )

Highway (L 3 )

Start (L1)

82.0

14.4

3.6

Urban (L2)

8.4

87.8

3.8

Highway (L3)

7.5

5.9

86.6